Michele Berlingerio, Fabio Pinelli, et al.
Data Mining and Knowledge Discovery
In this study we analyze one year of anonymized telecommunications data for over one million customers from a large European cellphone operator, and we investigate the relationship between people's calls and their physical location. We discover that more than 90% of users who have called each other have also shared the same space (cell tower), even if they live far apart. Moreover, we find that close to 70% of users who call each other frequently (at least once per month on average) have shared the same space at the same time - an instance that we call co-location. Co-locations appear indicative of coordination calls, which occur just before face-to-face meetings. Their number is highly predictable based on the amount of calls between two users and the distance between their home locations - suggesting a new way to quantify the interplay between telecommunications and face-to-face interactions. © 2011 Calabrese et al.
Michele Berlingerio, Fabio Pinelli, et al.
Data Mining and Knowledge Discovery
Ji Won Yoon, Fabio Pinelli, et al.
MDM 2012
F. Pinelli, Francesco Calabrese, et al.
IEEE T-ITS
Bei Chen, Fabio Pinelli, et al.
ITSC 2013